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基于粒子群PSO+随机梯度下降SGD优化器的Pytorch训练框架

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Lanping-Tech/PSOSGD

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PSOSGD

Introduction

We try to combine the particle swarm optimization algorithm with the stochastic gradient descent algorithm in deep learning to train and optimize the model, namaly PSOSGD.

Dependence

pytorch
torchvision
matplotlib

Please see requirements.txt

Implementation Plan

  • PSOSGD Training process
  • PSOSGD Testing process
  • Model saving
  • Plot performance indicators

Contact us

If you have any questions, please submit an issue or send an email to us. Thanks!

Lanping: xd_zhiwang@163.com

Ricky: 1194573471@qq.com

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基于粒子群PSO+随机梯度下降SGD优化器的Pytorch训练框架

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